Method and apparatus for compressor control and operation via detection of stall precursors using frequency demodulation of acoustic signatures

• US 6,536,284 B2
• Filed: 06/12/2001
• Issued: 03/25/2003
• Est. Priority Date: 06/12/2001
• Status: Expired due to Term

• Current Assignee: General Electric Company
• Original Assignee: General Electric Company
• Inventors: Bonanni, Pierino Gianni
• Primary Examiner(s): Williams, Hezron
• Assistant Examiner(s): SAINT SURIN, JACQUES M
• Application Number:
  US09/878,314
• Publication Number:
  US 20020184951A1
• Time in Patent Office: 651 Days
• Field of Search: 736/59, 736/60, 735/93, 736/02, 702/56, 702/190
• US Class Current: 73/660
• CPC Class Codes: F04D 27/001 Testing thereof; Determination or simulation of flow characteristics; Stall or surge detection, e.g. condition monitoring

Abstract

An apparatus for monitoring the health of a compressor comprising at least one sensor operatively coupled to the compressor for monitoring at least one compressor parameter, a calibration system coupled to the at least one sensor, the calibration system performing time-series analysis on the monitored parameter, a processor system for processing and computing stall precursors from the time-series analyzed data, a comparator that compares the stall precursors with predetermined baseline data, and a controller operatively coupled to the comparator which initiates corrective actions to prevent a compressor surge and stall if the stall precursors deviate from the baseline data which represents predetermined level of compressor operability. The processor system preferably includes a frequency demodulator and a system for processing the frequency demodulated signals to extract stall precursor characteristics.

Claims

1. A method for monitoring and controlling a compressor, comprising:

(a) monitoring at least one compressor parameter;

(b) analyzing the monitored parameter to obtain time-series data;

(c) filtering the time-series analyzed data using a band-pass filter centered on a particular frequency of interest;

(d) frequency demodulating the filtered time-series data to produce an output signal, and processing the output signal to determine stall precursors, the frequency demodulation using a reference frequency that is the same as the center frequency of interest;

(e) comparing the stall precursors with predetermined baseline values to identify compressor degradation;

(f) performing corrective actions to mitigate compressor degradation to maintain a preselected level of compressor operability; and

(g) iterating said corrective action performing step until the pre-selected level of compressor operability is met, whereby the monitored compressor parameter lies within predetermined threshold.

2. The method of claim 1 wherein step (c) further comprising:

i. filtering the time-series analyzed data to reject undesirable signals and produce a filtered output signal;

ii. frequency demodulating the filtered signal to produce an output signal with an amplitude corresponding to the instantaneous frequency of a locally dominant component of the input signal;

iii. low-pass filtering the frequency demodulated signal to reduce noise interference; and

iv. processing the low-pass filtered signal to identify a stall precursor.

3. The method of claim 2, wherein the step of frequency demodulating the filtered signal is performed by a frequency demodulator, and wherein the center frequency is set to a tip passage frequency of the compressor'"'"'s blades.

4. The method of claim 3 wherein the tip passage frequency is defined by the product of a number of the compressor'"'"'s blades and the rotational rate of the compressor'"'"'s rotor.

5. The method of claim 1 wherein said corrective actions are initiated by varying operating line parameters.

6. The method of claim 5 wherein said corrective actions include reducing the loading on the compressor.

7. The method of claim 5 wherein said operating line parameters are set to a near threshold value.

8. The method of claim 1 wherein the at least one compressor parameter is the dynamic pressure of gases flowing through the compressor.

9. The method of claim 1, wherein the at least one compressor parameter is selected from the group comprising pressure, velocity, force and vibration.

10. A method for monitoring and controlling a compressor, comprising the steps of:

(a) monitoring at least one compressor parameters

(b) analyzing the monitored parameter to obtain time-series data;

(c) processing the time-series data using a frequency demodulator to produce an output signal, and processing the output signal to determine stall precursors;

said processing steps comprising;

i. filtering the time-series analyzed data to reject undesirable signals and produce a filtered output signal;

ii. frequency demodulating the filtered signal to produce an output signal with an amplitude corresponding to the instantaneous frequency of a locally dominant component of the input signal;

iii. low-pass filtering the frequency demodulated signal to reduce noise interference; and

iv. processing the low-pass filtered signal to identify a stall precursor;

(d) comparing the stall precursors with predetermined baseline values to identify compressor degradation;

(e) performing corrective actions to mitigate compressor degradation to maintain a preselected level of compressor operability; and

(f) iterating said corrective action performing step until the monitored compressor parameter lies within predetermined threshold; and

wherein filtering of the time-series data is performed by a band-pass filter, the center frequency (f_c) of the band-pass filter is centered on a tip passage frequency of compressor blades, said tip passage frequency is defined by the product of a number of compressor blades and the rotational rate of a rotor.

11. An apparatus for monitoring the health of a compressor, comprising:

at least one sensor operatively coupled to the compressor for monitoring at least one compressor parameter;

a calibration system coupled to said at least one sensor, said calibration system performing time-series analysis (t,x) on the monitored parameter;

a processor system for processing and computing stall precursors from data based on the time-series analyzed parameter, the processor system further comprising;

a band pass filter for producing filtered signals, the band-pass filter centered on a particular frequency of interest;

a first system including a frequency demodulator for demodulating said filtered signals to produce frequency demodulated signals;

the frequency demodulator using a reference frequency that is the selected center frequency of interest; and

a second system for processing said frequency demodulated signals to extract signal characteristics;

a comparator that compares the stall precursors with predetermined baseline data; and

a controller operatively coupled to the comparator, said controller initiating corrective actions to prevent a compressor surge and stall if the stall precursors deviate from the baseline data, said baseline data representing predetermined level of compressor operability.

12. The apparatus of claim 11, further comprises:

a look-up-table (LUT) with memory for storing compressor data including stall precursor data.

13. The apparatus of claim 12 wherein the corrective actions are initiated by varying operating limit line parameters.

14. The apparatus of claim 13 wherein said operating limit line parameters are set to a near threshold value.

15. The apparatus of claim 11, wherein the center frequency is set to a tip passage frequency of the compressor'"'"'s blades.

16. The apparatus of claim 15, wherein the tip passage frequency is defined by the product of a number of the compressor'"'"'s blades and the rotational rate of the compressor'"'"'s rotor.

17. The apparatus of claim 11 wherein the at least one compressor parameter is the dynamic pressure of gases flowing through the compressor.

18. In a gas turbine of the type having a compressor, a method for monitoring the operability of the compressor comprising:

(a) monitoring at least one compressor parameter;

(b) analyzing the monitored parameter to obtain time-series data;

(c) processing the time-series data using a band-pass filter centered on a particular frequency of interest to filter the time-series data and a frequency demodulator using a reference frequency that is the same as the center frequency to produce an output signal by demodulating the filtered time-series data, and processing the output signal to determine stall precursors;

(d) comparing the stall precursors with predetermined baseline values to identify compressor degradation;

(e) performing corrective actions to mitigate compressor degradation to maintain a preselected level of compressor operability; and

(f) iterating said corrective action performing step until the monitored compressor parameter lies within predetermined threshold.

19. The method of claim 18 wherein step (c) further comprises:

i. filtering the time-series analyzed data to reject undesirable signals and produce a filtered output signal;

ii. frequency demodulating the filtered signal to produce an output signal with an amplitude corresponding to the instantaneous frequency of a locally dominant component of the input signal;

iii. low-pass filtering the frequency demodulated signal to reduce noise interference; and

iv. processing the low-pass filtered signal to identify a stall precursor.

20. The method of claim 18, wherein the center frequency is set to a tip passage frequency of the compressor'"'"'s blades.

21. The method of claim 18, wherein the band-pass filter has a pre-specified frequency width of 8 Hz.

22. The method of claim 18 wherein the at least one compressor parameter is selected from the group comprising pressure, velocity, force and vibration.

23. An apparatus for monitoring and controlling the health of a compressor, comprising:

means disposed about the compressor for monitoring at least one compressor parameter;

means for computing stall measures, said computing means including means for producing signals filtered to reject frequencies outside a band of frequencies of a pre-specified width, means for frequency demodulating said filtered signals, and means for processing said frequency demodulated signals to extract signal characteristics for computing the stall measures;

means for comparing the stall measures with predetermined baseline values; and

means for initiating corrective actions if the stall measures deviate from said baseline values.

24. The apparatus of claim 23, wherein said means for computing stall measures includes a frequency demodulating algorithm.

25. The apparatus of claim 24, wherein the corrective actions are initiated by varying operating limit line parameters.

26. The apparatus of claim 25, wherein said operating limit line parameters are set to a near threshold value.

27. The apparatus of claim 23 wherein the band of frequencies is centered around a frequency that is a tip passage frequency of the compressor'"'"'s blades.

28. The apparatus of claim 27 wherein the tip passage frequency is defined by the product of a number of compressor blades and the rotational rate of a rotor.

29. The apparatus of claim 23 wherein the pre-specified width is 8 Hz.

30. The apparatus of claim 23 wherein the at least one compressor parameter is selected from the group comprising pressure, velocity, force and vibration.

31. A method for monitoring and controlling the health of a compressor, comprising:

providing a means disposed about the compressor for monitoring at least one compressor parameter;

providing a means having a frequency demodulating algorithm for computing stall measures, said computing means including means for producing signals filtered to reject frequencies outside a band of frequencies of a pre-specified width, means for frequency demodulating said filtered signals, and means for processing said frequency demodulated signals to extract signal characteristics for computing the stall measures;

providing a means for comparing the stall measures with predetermined baseline values; and

providing a means for initiating corrective actions if the stall measures deviate from said baseline values.

32. The apparatus of claim 31 wherein the band of frequencies is centered around a frequency that is a tip passage frequency of the compressor'"'"'s blades.

33. The apparatus of claim 32 wherein the tip passage frequency is defined by the product of a number of compressor blades and the rotational rate of a rotor.

34. The apparatus of claim 31 wherein the pre-specified width is 8 Hz.

35. The apparatus of claim 31 wherein the at least one compressor parameter is selected from the group comprising pressure, velocity, force and vibration.